Mexico Real Estate Scraper – Mercado Libre Inmuebles

Extract houses, apartments, land, offices, retail and warehouse listings for sale or rent anywhere in Mexico from Mercado Libre Inmuebles, the largest real estate marketplace in the country. Pick a state (or paste your own filtered search URL) and get clean JSON/CSV/Excel with price, bedrooms, bathrooms, square meters, location, photo and link — optionally with the full description, seller name and GPS coordinates.

No browser, no login, no API key. Pay only for the listings you receive.

What you get

Field	Example
id	MLM3472970087
url	https://casa.mercadolibre.com.mx/MLM-3472970087-...
title	Casa En Venta, Conde Santiago De La Laguna Guadalupe, Zacatecas
listingType	Casa en venta
label	DESARROLLO (new development) or null
isSponsored	true for paid placements (the URL is still the real listing)
price, currency, pricePrefix	2700000, MXN, Desde
bedrooms, bathrooms, builtAreaM2, totalAreaM2, parkingSpots	3, 1, 110, null, null
attributes	["3 recámaras", "1 baño", "110 m² construidos"] (raw text)
location	Tiro 109, Conde De Bernardez, 98617 Guadalupe, Zacatecas
image	main photo URL
description, seller, latitude, longitude	only when Open each listing is on
source, searchUrl, scrapedAt	provenance

Numbers are parsed from Mercado Libre's own labels; ranges such as 70 - 99 m² construidos keep the lower bound in the numeric field and the full text in attributes.

How to use it

1. Choose Operation (sale/rent) and Property type.
2. Choose a State (all 32 supported) and, if you want, a City slug such as zapopan or monterrey.
3. Set Maximum listings. Each listing costs one result event.
4. Optional: tick Open each listing to add description, seller and coordinates (one extra page per listing, slower).
5. Run and download the dataset as JSON, CSV, Excel or XML, or call it from the API.

Custom searches

Any search URL from inmuebles.mercadolibre.com.mx works in Custom search URLs, including price ranges, number of bedrooms, neighborhoods and sort order. Build the search on the website with the filters you need and paste the URL; the structured fields are then ignored.

{
  "startUrls": [{ "url": "https://inmuebles.mercadolibre.com.mx/departamentos/renta/distrito-federal/benito-juarez/_PriceRange_10000MXN-20000MXN" }],
  "maxItems": 200
}

Example input

{
  "operation": "venta",
  "propertyType": "casas",
  "state": "jalisco",
  "city": "zapopan",
  "maxItems": 100,
  "fetchDetails": false
}

Example output

{
  "id": "MLM3472970087",
  "url": "https://casa.mercadolibre.com.mx/MLM-3472970087-casa-en-venta-conde-santiago-de-la-laguna-guadalupe-zacatecas-_JM",
  "title": "Casa En Venta, Conde Santiago De La Laguna Guadalupe, Zacatecas",
  "listingType": "Casa en venta",
  "price": 2700000,
  "currency": "MXN",
  "bedrooms": 3,
  "bathrooms": 1,
  "builtAreaM2": 110,
  "location": "Tiro 109, Conde De Bernardez, 98617 Guadalupe, Zac., Mexico",
  "image": "https://http2.mlstatic.com/D_NQ_NP_2X_830049-MLM115959684140_092026-E.webp",
  "seller": "Housalemx",
  "latitude": 22.7660141,
  "longitude": -102.5268956,
  "scrapedAt": "2026-10-26T01:38:33+00:00"
}

Use cases

• Market studies and appraisals – price per m² by municipality or neighborhood.
• Lead generation for agents and developers – new listings every morning via the scheduler.
• Investment screening – filter below-market properties across several states in one run.
• Dashboards and AI agents – the output is flat JSON, ready for spreadsheets, BI tools or an LLM.

Pricing and performance

Pay-per-event: one result event per listing saved, plus one detail event per listing page opened when Open each listing is on. Residential proxy traffic is included in these prices. A typical run collects ~48 listings per page request; with Open each listing off, 1,000 listings take about a minute.

Limitations

• Mercado Libre shows at most ~2,000 results per search. Split big searches by city or price range (custom URLs) to go beyond that.
• Contact details of sellers are not collected.
• This Actor reads public listing pages. Respect Mercado Libre's terms and local law when using the data.

Need Inmuebles24, Vivanuncios or Lamudi?

Open an issue in the Actor's Issues tab describing the site and fields you need.